Pandas Profiling Report

Dataset statistics

Number of variables	17
Number of observations	3984
Missing cells	14399
Missing cells (%)	21.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	689.3 KiB
Average record size in memory	177.2 B

Variable types

Numeric	5
Text	7
Categorical	2
DateTime	2
Unsupported	1

Alerts

`type` is highly imbalanced (89.4%)	Imbalance
`number` has 84 (2.1%) missing values	Missing
`airtime` has 2723 (68.3%) missing values	Missing
`runtime` has 253 (6.4%) missing values	Missing
`rating_average` has 3984 (100.0%) missing values	Missing
`medium` has 2449 (61.5%) missing values	Missing
`original` has 2449 (61.5%) missing values	Missing
`summary` has 2457 (61.7%) missing values	Missing
`id` has unique values	Unique
`url` has unique values	Unique
`_links_self` has unique values	Unique
`rating_average` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-08-05 19:30:00.995558
Analysis finished	2023-08-05 19:30:05.360760
Duration	4.37 seconds
Software version	ydata-profiling vv4.4.0
Download configuration	config.json

id
Real number (ℝ)

UNIQUE

Distinct	3984
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2452356.6

Minimum	2164183
Maximum	2609164
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	191.3 KiB

Quantile statistics

Minimum	2164183
5-th percentile	2399787.1
Q1	2437392.2
median	2449920
Q3	2460921.2
95-th percentile	2519150.9
Maximum	2609164
Range	444981
Interquartile range (IQR)	23529

Descriptive statistics

Standard deviation	38113.731
Coefficient of variation (CV)	0.015541675
Kurtosis	5.9538794
Mean	2452356.6
Median Absolute Deviation (MAD)	11501.5
Skewness	1.0440757
Sum	9.7701888 × 10⁹
Variance	1.4526565 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2450906	1	< 0.1%
2454110	1	< 0.1%
2443013	1	< 0.1%
2443014	1	< 0.1%
2457138	1	< 0.1%
2458336	1	< 0.1%
2463728	1	< 0.1%
2463729	1	< 0.1%
2463782	1	< 0.1%
2472775	1	< 0.1%
Other values (3974)	3974	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2164183	1	< 0.1%
2222678	1	< 0.1%
2286562	1	< 0.1%
2286564	1	< 0.1%
2286565	1	< 0.1%
2310624	1	< 0.1%
2313022	1	< 0.1%
2320579	1	< 0.1%
2320580	1	< 0.1%
2320581	1	< 0.1%

Value	Count	Frequency (%)
2609164	1	< 0.1%
2608529	1	< 0.1%
2608528	1	< 0.1%
2608527	1	< 0.1%
2607848	1	< 0.1%
2607847	1	< 0.1%
2607660	1	< 0.1%
2607659	1	< 0.1%
2607242	1	< 0.1%
2607241	1	< 0.1%

id_embedded
Real number (ℝ)

Distinct	747
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57270.645

Minimum	81
Maximum	70236
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	191.3 KiB

Quantile statistics

Minimum	81
5-th percentile	19111
Q1	54476
median	64208
Q3	65995
95-th percentile	67168
Maximum	70236
Range	70155
Interquartile range (IQR)	11519

Descriptive statistics

Standard deviation	14878.586
Coefficient of variation (CV)	0.25979428
Kurtosis	4.1038508
Mean	57270.645
Median Absolute Deviation (MAD)	2107
Skewness	-2.1437383
Sum	2.2816625 × 10⁸
Variance	2.2137232 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65696	48	1.2%
61565	34	0.9%
66110	31	0.8%
66153	30	0.8%
66162	28	0.7%
66103	26	0.7%
65894	26	0.7%
66179	25	0.6%
70186	25	0.6%
66233	24	0.6%
Other values (737)	3687	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
81	3	0.1%
328	3	0.1%
802	4	0.1%
851	2	0.1%
935	1	< 0.1%
1505	4	0.1%
1596	2	0.1%
1905	5	0.1%
2266	5	0.1%
2643	1	< 0.1%

Value	Count	Frequency (%)
70236	3	0.1%
70217	2	0.1%
70186	25	0.6%
70093	2	0.1%
69964	3	0.1%
69922	10	0.3%
69463	4	0.1%
69389	5	0.1%
69351	4	0.1%
69238	10	0.3%

url
Text

UNIQUE

Distinct	3984
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	191.3 KiB

Length

Max length	168
Median length	136
Mean length	78.855422
Min length	54

Characters and Unicode

Total characters	314160
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3984 ?
Unique (%)	100.0%

Sample

1st row	https://www.tvmaze.com/episodes/2450906/hocu-vse-znat-2x87-seria-87
2nd row	https://www.tvmaze.com/episodes/2450907/hocu-vse-znat-2x88-seria-88
3rd row	https://www.tvmaze.com/episodes/2438114/restoran-po-ponatiam-2x05-seria-15
4th row	https://www.tvmaze.com/episodes/2438115/restoran-po-ponatiam-2x06-seria-16
5th row	https://www.tvmaze.com/episodes/2413779/alisa-ne-mozet-zdat-1x08-8-seria

Value	Count	Frequency (%)
https://www.tvmaze.com/episodes/2450906/hocu-vse-znat-2x87-seria-87	1	< 0.1%
https://www.tvmaze.com/episodes/2424819/s-nula-1x04-seria-04	1	< 0.1%
https://www.tvmaze.com/episodes/2422014/colin-from-accounts-1x06-the-good-room	1	< 0.1%
https://www.tvmaze.com/episodes/2438114/restoran-po-ponatiam-2x05-seria-15	1	< 0.1%
https://www.tvmaze.com/episodes/2438115/restoran-po-ponatiam-2x06-seria-16	1	< 0.1%
https://www.tvmaze.com/episodes/2413779/alisa-ne-mozet-zdat-1x08-8-seria	1	< 0.1%
https://www.tvmaze.com/episodes/2323161/zamerzsie-1x01-seria-1	1	< 0.1%
https://www.tvmaze.com/episodes/2433627/zamerzsie-1x02-seria-2	1	< 0.1%
https://www.tvmaze.com/episodes/2433628/zamerzsie-1x03-seria-3	1	< 0.1%
https://www.tvmaze.com/episodes/2433629/zamerzsie-1x04-seria-4	1	< 0.1%
Other values (3974)	3974	99.7%

Most occurring characters

Value	Count	Frequency (%)
e	26673	8.5%
-	24248	7.7%
s	20037	6.4%
/	19920	6.3%
t	18584	5.9%
o	16870	5.4%
w	13438	4.3%
a	13013	4.1%
i	12648	4.0%
p	11639	3.7%
Other values (30)	137090	43.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	213144	67.8%
Decimal Number	44896	14.3%
Other Punctuation	31872	10.1%
Dash Punctuation	24248	7.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	26673	12.5%
s	20037	9.4%
t	18584	8.7%
o	16870	7.9%
w	13438	6.3%
a	13013	6.1%
i	12648	5.9%
p	11639	5.5%
m	10797	5.1%
d	9084	4.3%
Other values (16)	60361	28.3%

Decimal Number

Value	Count	Frequency (%)
2	8582	19.1%
1	7172	16.0%
4	7099	15.8%
0	4876	10.9%
3	3815	8.5%
5	3564	7.9%
6	2654	5.9%
8	2414	5.4%
7	2404	5.4%
9	2316	5.2%

Other Punctuation

Value	Count	Frequency (%)
/	19920	62.5%
.	7968	25.0%
:	3984	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	24248	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	213144	67.8%
Common	101016	32.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	26673	12.5%
s	20037	9.4%
t	18584	8.7%
o	16870	7.9%
w	13438	6.3%
a	13013	6.1%
i	12648	5.9%
p	11639	5.5%
m	10797	5.1%
d	9084	4.3%
Other values (16)	60361	28.3%

Common

Value	Count	Frequency (%)
-	24248	24.0%
/	19920	19.7%
2	8582	8.5%
.	7968	7.9%
1	7172	7.1%
4	7099	7.0%
0	4876	4.8%
:	3984	3.9%
3	3815	3.8%
5	3564	3.5%
Other values (4)	9788	9.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	314160	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	26673	8.5%
-	24248	7.7%
s	20037	6.4%
/	19920	6.3%
t	18584	5.9%
o	16870	5.4%
w	13438	4.3%
a	13013	4.1%
i	12648	4.0%
p	11639	3.7%
Other values (30)	137090	43.6%

name
Text

Distinct	2459
Distinct (%)	61.7%
Missing	0
Missing (%)	0.0%
Memory size	191.3 KiB

Length

Max length	119
Median length	111
Mean length	15.695532
Min length	1

Characters and Unicode

Total characters	62531
Distinct characters	232
Distinct categories	16 ?
Distinct scripts	6 ?
Distinct blocks	9 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2334 ?
Unique (%)	58.6%

Sample

1st row	Серия 87
2nd row	Серия 88
3rd row	Серия 15
4th row	Серия 16
5th row	8 серия

Value	Count	Frequency (%)
episode	1569	13.5%
the	398	3.4%
серия	176	1.5%
1	141	1.2%
2	136	1.2%
	134	1.2%
4	127	1.1%
a	119	1.0%
of	118	1.0%
3	115	1.0%
Other values (4284)	8564	73.8%

Most occurring characters

Value	Count	Frequency (%)
	7615	12.2%
e	5189	8.3%
o	3764	6.0%
i	3569	5.7%
s	3271	5.2%
a	2659	4.3%
d	2488	4.0%
p	2097	3.4%
r	2016	3.2%
n	1982	3.2%
Other values (222)	27881	44.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	40787	65.2%
Uppercase Letter	8798	14.1%
Space Separator	7615	12.2%
Decimal Number	3887	6.2%
Other Punctuation	963	1.5%
Other Letter	160	0.3%
Dash Punctuation	142	0.2%
Open Punctuation	48	0.1%
Close Punctuation	48	0.1%
Math Symbol	29	< 0.1%
Other values (6)	54	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	5189	12.7%
o	3764	9.2%
i	3569	8.8%
s	3271	8.0%
a	2659	6.5%
d	2488	6.1%
p	2097	5.1%
r	2016	4.9%
n	1982	4.9%
t	1902	4.7%
Other values (85)	11850	29.1%

Uppercase Letter

Value	Count	Frequency (%)
E	1867	21.2%
T	645	7.3%
S	440	5.0%
C	423	4.8%
D	365	4.1%
A	362	4.1%
B	328	3.7%
M	311	3.5%
F	302	3.4%
P	273	3.1%
Other values (61)	3482	39.6%

Other Letter

Value	Count	Frequency (%)
ل	39	24.4%
ا	28	17.5%
ة	18	11.2%
ح	16	10.0%
ق	16	10.0%
ي	8	5.0%
د	6	3.8%
ب	5	3.1%
ن	4	2.5%
ر	4	2.5%
Other values (9)	16	10.0%

Other Punctuation

Value	Count	Frequency (%)
.	238	24.7%
,	187	19.4%
'	130	13.5%
:	102	10.6%
!	69	7.2%
"	66	6.9%
?	50	5.2%
/	37	3.8%
&	34	3.5%
#	27	2.8%
Other values (6)	23	2.4%

Decimal Number

Value	Count	Frequency (%)
1	932	24.0%
2	745	19.2%
3	377	9.7%
4	359	9.2%
5	291	7.5%
0	271	7.0%
8	238	6.1%
6	235	6.0%
9	222	5.7%
7	217	5.6%

Math Symbol

Value	Count	Frequency (%)
\|	15	51.7%
+	7	24.1%
~	6	20.7%
=	1	3.4%

Dash Punctuation

Value	Count	Frequency (%)
-	130	91.5%
–	6	4.2%
—	6	4.2%

Open Punctuation

Value	Count	Frequency (%)
(	45	93.8%
[	3	6.2%

Close Punctuation

Value	Count	Frequency (%)
)	45	93.8%
]	3	6.2%

Final Punctuation

Value	Count	Frequency (%)
»	9	64.3%
’	5	35.7%

Currency Symbol

Value	Count	Frequency (%)
$	7	87.5%
€	1	12.5%

Nonspacing Mark

Value	Count	Frequency (%)
̆	1	50.0%
ً	1	50.0%

Space Separator

Value	Count	Frequency (%)
	7615	100.0%

Other Symbol

Value	Count	Frequency (%)
№	20	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	9	100.0%

Other Number

Value	Count	Frequency (%)
²	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	44207	70.7%
Common	12784	20.4%
Cyrillic	5377	8.6%
Arabic	160	0.3%
Inherited	2	< 0.1%
Greek	1	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	5189	11.7%
o	3764	8.5%
i	3569	8.1%
s	3271	7.4%
a	2659	6.0%
d	2488	5.6%
p	2097	4.7%
r	2016	4.6%
n	1982	4.5%
t	1902	4.3%
Other values (87)	15270	34.5%

Cyrillic

Value	Count	Frequency (%)
и	453	8.4%
е	438	8.1%
р	359	6.7%
а	333	6.2%
о	329	6.1%
я	262	4.9%
С	215	4.0%
н	213	4.0%
с	183	3.4%
к	182	3.4%
Other values (58)	2410	44.8%

Common

Value	Count	Frequency (%)
	7615	59.6%
1	932	7.3%
2	745	5.8%
3	377	2.9%
4	359	2.8%
5	291	2.3%
0	271	2.1%
.	238	1.9%
8	238	1.9%
6	235	1.8%
Other values (35)	1483	11.6%

Arabic

Value	Count	Frequency (%)
ل	39	24.4%
ا	28	17.5%
ة	18	11.2%
ح	16	10.0%
ق	16	10.0%
ي	8	5.0%
د	6	3.8%
ب	5	3.1%
ن	4	2.5%
ر	4	2.5%
Other values (9)	16	10.0%

Inherited

Value	Count	Frequency (%)
̆	1	50.0%
ً	1	50.0%

Greek

Value	Count	Frequency (%)
π	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	56629	90.6%
Cyrillic	5377	8.6%
None	314	0.5%
Arabic	161	0.3%
Punctuation	23	< 0.1%
Letterlike Symbols	20	< 0.1%
Latin Ext Additional	5	< 0.1%
Currency Symbols	1	< 0.1%
Diacriticals	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7615	13.4%
e	5189	9.2%
o	3764	6.6%
i	3569	6.3%
s	3271	5.8%
a	2659	4.7%
d	2488	4.4%
p	2097	3.7%
r	2016	3.6%
n	1982	3.5%
Other values (74)	21979	38.8%

Cyrillic

Value	Count	Frequency (%)
и	453	8.4%
е	438	8.1%
р	359	6.7%
а	333	6.2%
о	329	6.1%
я	262	4.9%
С	215	4.0%
н	213	4.0%
с	183	3.4%
к	182	3.4%
Other values (58)	2410	44.8%

Arabic

Value	Count	Frequency (%)
ل	39	24.2%
ا	28	17.4%
ة	18	11.2%
ح	16	9.9%
ق	16	9.9%
ي	8	5.0%
د	6	3.7%
ب	5	3.1%
ن	4	2.5%
ر	4	2.5%
Other values (10)	17	10.6%

None

Value	Count	Frequency (%)
é	38	12.1%
ó	34	10.8%
á	31	9.9%
ä	21	6.7%
í	21	6.7%
ö	14	4.5%
ü	14	4.5%
ú	12	3.8%
å	11	3.5%
»	9	2.9%
Other values (41)	109	34.7%

Letterlike Symbols

Value	Count	Frequency (%)
№	20	100.0%

Punctuation

Value	Count	Frequency (%)
–	6	26.1%
—	6	26.1%
’	5	21.7%
…	5	21.7%
⁉	1	4.3%

Latin Ext Additional

Value	Count	Frequency (%)
ậ	5	100.0%

Currency Symbols

Value	Count	Frequency (%)
€	1	100.0%

Diacriticals

Value	Count	Frequency (%)
̆	1	100.0%

season
Real number (ℝ)

Distinct	31
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.073544

Minimum	1
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	191.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	22
Maximum	2022
Range	2021
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	368.04663
Coefficient of variation (CV)	5.1065427
Kurtosis	24.139596
Mean	72.073544
Median Absolute Deviation (MAD)	0
Skewness	5.1110735
Sum	287141
Variance	135458.32
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	2520	63.3%
2	484	12.1%
3	264	6.6%
2022	136	3.4%
4	133	3.3%
5	116	2.9%
8	36	0.9%
7	34	0.9%
6	31	0.8%
10	30	0.8%
Other values (21)	200	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2520	63.3%
2	484	12.1%
3	264	6.6%
4	133	3.3%
5	116	2.9%
6	31	0.8%
7	34	0.9%
8	36	0.9%
9	25	0.6%
10	30	0.8%

Value	Count	Frequency (%)
2022	136	3.4%
2021	1	< 0.1%
50	4	0.1%
47	2	0.1%
46	4	0.1%
39	2	0.1%
34	3	0.1%
29	6	0.2%
28	19	0.5%
25	1	< 0.1%

number
Real number (ℝ)

MISSING

Distinct	201
Distinct (%)	5.2%
Missing	84
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	20.378462

Minimum	1
Maximum	328
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	191.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	8
Q3	17
95-th percentile	90
Maximum	328
Range	327
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	40.988777
Coefficient of variation (CV)	2.0113774
Kurtosis	22.5245
Mean	20.378462
Median Absolute Deviation (MAD)	5
Skewness	4.4643322
Sum	79476
Variance	1680.0799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	293	7.4%
4	288	7.2%
2	288	7.2%
3	286	7.2%
5	265	6.7%
6	265	6.7%
7	217	5.4%
8	213	5.3%
10	139	3.5%
9	139	3.5%
Other values (191)	1507	37.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	293	7.4%
2	288	7.2%
3	286	7.2%
4	288	7.2%
5	265	6.7%
6	265	6.7%
7	217	5.4%
8	213	5.3%
9	139	3.5%
10	139	3.5%

Value	Count	Frequency (%)
328	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
325	1	< 0.1%
298	1	< 0.1%
297	1	< 0.1%
296	1	< 0.1%
295	1	< 0.1%
294	2	0.1%
293	2	0.1%

type
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	191.3 KiB

regular	3900
significant_special	45
insignificant_special	39

Length

Max length	21
Median length	7
Mean length	7.2725904
Min length	7

Characters and Unicode

Total characters	28974
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	regular
2nd row	regular
3rd row	regular
4th row	regular
5th row	regular

Common Values

Value	Count	Frequency (%)
regular	3900	97.9%
significant_special	45	1.1%
insignificant_special	39	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
regular	3900	97.9%
significant_special	45	1.1%
insignificant_special	39	1.0%

Most occurring characters

Value	Count	Frequency (%)
r	7800	26.9%
a	4068	14.0%
e	3984	13.8%
g	3984	13.8%
l	3984	13.8%
u	3900	13.5%
i	375	1.3%
n	207	0.7%
s	168	0.6%
c	168	0.6%
Other values (4)	336	1.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	28890	99.7%
Connector Punctuation	84	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	7800	27.0%
a	4068	14.1%
e	3984	13.8%
g	3984	13.8%
l	3984	13.8%
u	3900	13.5%
i	375	1.3%
n	207	0.7%
s	168	0.6%
c	168	0.6%
Other values (3)	252	0.9%

Connector Punctuation

Value	Count	Frequency (%)
_	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28890	99.7%
Common	84	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	7800	27.0%
a	4068	14.1%
e	3984	13.8%
g	3984	13.8%
l	3984	13.8%
u	3900	13.5%
i	375	1.3%
n	207	0.7%
s	168	0.6%
c	168	0.6%
Other values (3)	252	0.9%

Common

Value	Count	Frequency (%)
_	84	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28974	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	7800	26.9%
a	4068	14.0%
e	3984	13.8%
g	3984	13.8%
l	3984	13.8%
u	3900	13.5%
i	375	1.3%
n	207	0.7%
s	168	0.6%
c	168	0.6%
Other values (4)	336	1.2%

airdate
Categorical

Distinct	31
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	191.3 KiB

2022-12-29	213
2022-12-16	205
2022-12-09	198
2022-12-08	193
2022-12-22	185
Other values (26)	2990

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	39840
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022-12-01
2nd row	2022-12-01
3rd row	2022-12-01
4th row	2022-12-01
5th row	2022-12-01

Common Values

Value	Count	Frequency (%)
2022-12-29	213	5.3%
2022-12-16	205	5.1%
2022-12-09	198	5.0%
2022-12-08	193	4.8%
2022-12-22	185	4.6%
2022-12-15	184	4.6%
2022-12-07	175	4.4%
2022-12-30	174	4.4%
2022-12-01	171	4.3%
2022-12-02	170	4.3%
Other values (21)	2116	53.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022-12-29	213	5.3%
2022-12-16	205	5.1%
2022-12-09	198	5.0%
2022-12-08	193	4.8%
2022-12-22	185	4.6%
2022-12-15	184	4.6%
2022-12-07	175	4.4%
2022-12-30	174	4.4%
2022-12-01	171	4.3%
2022-12-02	170	4.3%
Other values (21)	2116	53.1%

Most occurring characters

Value	Count	Frequency (%)
2	17704	44.4%
-	7968	20.0%
1	5606	14.1%
0	5571	14.0%
3	644	1.6%
9	496	1.2%
6	422	1.1%
8	421	1.1%
5	387	1.0%
7	366	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31872	80.0%
Dash Punctuation	7968	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	17704	55.5%
1	5606	17.6%
0	5571	17.5%
3	644	2.0%
9	496	1.6%
6	422	1.3%
8	421	1.3%
5	387	1.2%
7	366	1.1%
4	255	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	7968	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	39840	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	17704	44.4%
-	7968	20.0%
1	5606	14.1%
0	5571	14.0%
3	644	1.6%
9	496	1.2%
6	422	1.1%
8	421	1.1%
5	387	1.0%
7	366	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39840	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	17704	44.4%
-	7968	20.0%
1	5606	14.1%
0	5571	14.0%
3	644	1.6%
9	496	1.2%
6	422	1.1%
8	421	1.1%
5	387	1.0%
7	366	0.9%

airtime
Date

MISSING

Distinct	57
Distinct (%)	4.5%
Missing	2723
Missing (%)	68.3%
Memory size	191.3 KiB

Minimum	2023-08-05 00:00:00
Maximum	2023-08-05 23:50:00

Histogram

Histogram with fixed size bins (bins=50)

airstamp
Date

Distinct	629
Distinct (%)	15.8%
Missing	0
Missing (%)	0.0%
Memory size	191.3 KiB

Minimum	2022-12-01 00:00:00+00:00
Maximum	2023-01-01 01:00:00+00:00

Histogram

Histogram with fixed size bins (bins=50)

runtime
Real number (ℝ)

MISSING

Distinct	118
Distinct (%)	3.2%
Missing	253
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	36.812115

Minimum	1
Maximum	251
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	191.3 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	20
median	36
Q3	46
95-th percentile	73
Maximum	251
Range	250
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	26.672552
Coefficient of variation (CV)	0.72455907
Kurtosis	10.190797
Mean	36.812115
Median Absolute Deviation (MAD)	14
Skewness	2.3381329
Sum	137346
Variance	711.42501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	446	11.2%
10	214	5.4%
30	193	4.8%
40	133	3.3%
25	129	3.2%
60	124	3.1%
20	102	2.6%
15	93	2.3%
50	88	2.2%
5	82	2.1%
Other values (108)	2127	53.4%
(Missing)	253	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	0.1%
2	49	1.2%
3	23	0.6%
4	52	1.3%
5	82	2.1%
6	54	1.4%
7	42	1.1%
8	30	0.8%
9	48	1.2%
10	214	5.4%

Value	Count	Frequency (%)
251	1	< 0.1%
240	3	0.1%
200	1	< 0.1%
188	1	< 0.1%
180	14	0.4%
174	1	< 0.1%
166	1	< 0.1%
165	18	0.5%
142	1	< 0.1%
139	1	< 0.1%

rating_average
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3984
Missing (%)	100.0%
Memory size	191.3 KiB

medium
Text

MISSING

Distinct	1535
Distinct (%)	100.0%
Missing	2449
Missing (%)	61.5%
Memory size	191.3 KiB

Length

Max length	73
Median length	73
Mean length	73
Min length	73

Characters and Unicode

Total characters	112055
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1535 ?
Unique (%)	100.0%

Sample

1st row	https://static.tvmaze.com/uploads/images/medium_landscape/432/1081693.jpg
2nd row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084040.jpg
3rd row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084095.jpg
4th row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1082878.jpg
5th row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084090.jpg

Value	Count	Frequency (%)
https://static.tvmaze.com/uploads/images/medium_landscape/432/1081693.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/medium_landscape/443/1108949.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084040.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084095.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1082878.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084090.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084089.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1082867.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084088.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1082868.jpg	1	0.1%
Other values (1525)	1525	99.3%

Most occurring characters

Value	Count	Frequency (%)
/	10745	9.6%
a	9210	8.2%
t	7675	6.8%
s	7675	6.8%
m	7675	6.8%
p	6140	5.5%
e	6140	5.5%
.	4605	4.1%
c	4605	4.1%
d	4605	4.1%
Other values (22)	42980	38.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	78285	69.9%
Other Punctuation	16885	15.1%
Decimal Number	15350	13.7%
Connector Punctuation	1535	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	9210	11.8%
t	7675	9.8%
s	7675	9.8%
m	7675	9.8%
p	6140	7.8%
e	6140	7.8%
c	4605	5.9%
d	4605	5.9%
i	4605	5.9%
g	3070	3.9%
Other values (8)	16885	21.6%

Decimal Number

Value	Count	Frequency (%)
4	2705	17.6%
1	2521	16.4%
0	2088	13.6%
3	2058	13.4%
8	1479	9.6%
9	1218	7.9%
5	1063	6.9%
6	816	5.3%
7	798	5.2%
2	604	3.9%

Other Punctuation

Value	Count	Frequency (%)
/	10745	63.6%
.	4605	27.3%
:	1535	9.1%

Connector Punctuation

Value	Count	Frequency (%)
_	1535	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	78285	69.9%
Common	33770	30.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	9210	11.8%
t	7675	9.8%
s	7675	9.8%
m	7675	9.8%
p	6140	7.8%
e	6140	7.8%
c	4605	5.9%
d	4605	5.9%
i	4605	5.9%
g	3070	3.9%
Other values (8)	16885	21.6%

Common

Value	Count	Frequency (%)
/	10745	31.8%
.	4605	13.6%
4	2705	8.0%
1	2521	7.5%
0	2088	6.2%
3	2058	6.1%
_	1535	4.5%
:	1535	4.5%
8	1479	4.4%
9	1218	3.6%
Other values (4)	3281	9.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	112055	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	10745	9.6%
a	9210	8.2%
t	7675	6.8%
s	7675	6.8%
m	7675	6.8%
p	6140	5.5%
e	6140	5.5%
.	4605	4.1%
c	4605	4.1%
d	4605	4.1%
Other values (22)	42980	38.4%

original
Text

MISSING

Distinct	1535
Distinct (%)	100.0%
Missing	2449
Missing (%)	61.5%
Memory size	191.3 KiB

Length

Max length	75
Median length	75
Mean length	75
Min length	75

Characters and Unicode

Total characters	115125
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1535 ?
Unique (%)	100.0%

Sample

1st row	https://static.tvmaze.com/uploads/images/original_untouched/432/1081693.jpg
2nd row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084040.jpg
3rd row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084095.jpg
4th row	https://static.tvmaze.com/uploads/images/original_untouched/433/1082878.jpg
5th row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084090.jpg

Value	Count	Frequency (%)
https://static.tvmaze.com/uploads/images/original_untouched/432/1081693.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/original_untouched/443/1108949.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084040.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084095.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/original_untouched/433/1082878.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084090.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084089.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/original_untouched/433/1082867.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084088.jpg	1	0.1%
https://static.tvmaze.com/uploads/images/original_untouched/433/1082868.jpg	1	0.1%
Other values (1525)	1525	99.3%

Most occurring characters

Value	Count	Frequency (%)
/	10745	9.3%
t	9210	8.0%
a	7675	6.7%
s	6140	5.3%
i	6140	5.3%
o	6140	5.3%
p	4605	4.0%
c	4605	4.0%
.	4605	4.0%
g	4605	4.0%
Other values (23)	50655	44.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	81355	70.7%
Other Punctuation	16885	14.7%
Decimal Number	15350	13.3%
Connector Punctuation	1535	1.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	9210	11.3%
a	7675	9.4%
s	6140	7.5%
i	6140	7.5%
o	6140	7.5%
p	4605	5.7%
c	4605	5.7%
g	4605	5.7%
m	4605	5.7%
e	4605	5.7%
Other values (9)	23025	28.3%

Decimal Number

Value	Count	Frequency (%)
4	2705	17.6%
1	2521	16.4%
0	2088	13.6%
3	2058	13.4%
8	1479	9.6%
9	1218	7.9%
5	1063	6.9%
6	816	5.3%
7	798	5.2%
2	604	3.9%

Other Punctuation

Value	Count	Frequency (%)
/	10745	63.6%
.	4605	27.3%
:	1535	9.1%

Connector Punctuation

Value	Count	Frequency (%)
_	1535	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	81355	70.7%
Common	33770	29.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	9210	11.3%
a	7675	9.4%
s	6140	7.5%
i	6140	7.5%
o	6140	7.5%
p	4605	5.7%
c	4605	5.7%
g	4605	5.7%
m	4605	5.7%
e	4605	5.7%
Other values (9)	23025	28.3%

Common

Value	Count	Frequency (%)
/	10745	31.8%
.	4605	13.6%
4	2705	8.0%
1	2521	7.5%
0	2088	6.2%
3	2058	6.1%
:	1535	4.5%
_	1535	4.5%
8	1479	4.4%
9	1218	3.6%
Other values (4)	3281	9.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	115125	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	10745	9.3%
t	9210	8.0%
a	7675	6.7%
s	6140	5.3%
i	6140	5.3%
o	6140	5.3%
p	4605	4.0%
c	4605	4.0%
.	4605	4.0%
g	4605	4.0%
Other values (23)	50655	44.0%

_links_self
Text

UNIQUE

Distinct	3984
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	191.3 KiB

Length

Max length	39
Median length	39
Mean length	39
Min length	39

Characters and Unicode

Total characters	155376
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3984 ?
Unique (%)	100.0%

Sample

1st row	https://api.tvmaze.com/episodes/2450906
2nd row	https://api.tvmaze.com/episodes/2450907
3rd row	https://api.tvmaze.com/episodes/2438114
4th row	https://api.tvmaze.com/episodes/2438115
5th row	https://api.tvmaze.com/episodes/2413779

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/2450906	1	< 0.1%
https://api.tvmaze.com/episodes/2424819	1	< 0.1%
https://api.tvmaze.com/episodes/2422014	1	< 0.1%
https://api.tvmaze.com/episodes/2438114	1	< 0.1%
https://api.tvmaze.com/episodes/2438115	1	< 0.1%
https://api.tvmaze.com/episodes/2413779	1	< 0.1%
https://api.tvmaze.com/episodes/2323161	1	< 0.1%
https://api.tvmaze.com/episodes/2433627	1	< 0.1%
https://api.tvmaze.com/episodes/2433628	1	< 0.1%
https://api.tvmaze.com/episodes/2433629	1	< 0.1%
Other values (3974)	3974	99.7%

Most occurring characters

Value	Count	Frequency (%)
/	15936	10.3%
p	11952	7.7%
s	11952	7.7%
e	11952	7.7%
t	11952	7.7%
o	7968	5.1%
a	7968	5.1%
i	7968	5.1%
.	7968	5.1%
m	7968	5.1%
Other values (16)	51792	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	99600	64.1%
Other Punctuation	27888	17.9%
Decimal Number	27888	17.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	11952	12.0%
s	11952	12.0%
e	11952	12.0%
t	11952	12.0%
o	7968	8.0%
a	7968	8.0%
i	7968	8.0%
m	7968	8.0%
h	3984	4.0%
d	3984	4.0%
Other values (3)	11952	12.0%

Decimal Number

Value	Count	Frequency (%)
4	5981	21.4%
2	5819	20.9%
5	2635	9.4%
3	2495	8.9%
1	1985	7.1%
6	1928	6.9%
7	1778	6.4%
8	1757	6.3%
0	1756	6.3%
9	1754	6.3%

Other Punctuation

Value	Count	Frequency (%)
/	15936	57.1%
.	7968	28.6%
:	3984	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	99600	64.1%
Common	55776	35.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	15936	28.6%
.	7968	14.3%
4	5981	10.7%
2	5819	10.4%
:	3984	7.1%
5	2635	4.7%
3	2495	4.5%
1	1985	3.6%
6	1928	3.5%
7	1778	3.2%
Other values (3)	5267	9.4%

Latin

Value	Count	Frequency (%)
p	11952	12.0%
s	11952	12.0%
e	11952	12.0%
t	11952	12.0%
o	7968	8.0%
a	7968	8.0%
i	7968	8.0%
m	7968	8.0%
h	3984	4.0%
d	3984	4.0%
Other values (3)	11952	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	155376	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	15936	10.3%
p	11952	7.7%
s	11952	7.7%
e	11952	7.7%
t	11952	7.7%
o	7968	5.1%
a	7968	5.1%
i	7968	5.1%
.	7968	5.1%
m	7968	5.1%
Other values (16)	51792	33.3%

_links_show
Text

Distinct	747
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Memory size	191.3 KiB

Length

Max length	34
Median length	34
Mean length	33.963855
Min length	31

Characters and Unicode

Total characters	135312
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	109 ?
Unique (%)	2.7%

Sample

1st row	https://api.tvmaze.com/shows/55724
2nd row	https://api.tvmaze.com/shows/55724
3rd row	https://api.tvmaze.com/shows/59201
4th row	https://api.tvmaze.com/shows/59201
5th row	https://api.tvmaze.com/shows/60687

Value	Count	Frequency (%)
https://api.tvmaze.com/shows/65696	48	1.2%
https://api.tvmaze.com/shows/61565	34	0.9%
https://api.tvmaze.com/shows/66110	31	0.8%
https://api.tvmaze.com/shows/66153	30	0.8%
https://api.tvmaze.com/shows/66162	28	0.7%
https://api.tvmaze.com/shows/66103	26	0.7%
https://api.tvmaze.com/shows/65894	26	0.7%
https://api.tvmaze.com/shows/66179	25	0.6%
https://api.tvmaze.com/shows/70186	25	0.6%
https://api.tvmaze.com/shows/65716	24	0.6%
Other values (737)	3687	92.5%

Most occurring characters

Value	Count	Frequency (%)
/	15936	11.8%
s	11952	8.8%
t	11952	8.8%
h	7968	5.9%
p	7968	5.9%
a	7968	5.9%
.	7968	5.9%
o	7968	5.9%
m	7968	5.9%
6	4724	3.5%
Other values (16)	42940	31.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	87648	64.8%
Other Punctuation	27888	20.6%
Decimal Number	19776	14.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	11952	13.6%
t	11952	13.6%
h	7968	9.1%
p	7968	9.1%
a	7968	9.1%
o	7968	9.1%
m	7968	9.1%
e	3984	4.5%
w	3984	4.5%
c	3984	4.5%
Other values (3)	11952	13.6%

Decimal Number

Value	Count	Frequency (%)
6	4724	23.9%
5	2706	13.7%
4	2228	11.3%
1	1699	8.6%
2	1559	7.9%
3	1525	7.7%
9	1441	7.3%
0	1358	6.9%
8	1282	6.5%
7	1254	6.3%

Other Punctuation

Value	Count	Frequency (%)
/	15936	57.1%
.	7968	28.6%
:	3984	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	87648	64.8%
Common	47664	35.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	15936	33.4%
.	7968	16.7%
6	4724	9.9%
:	3984	8.4%
5	2706	5.7%
4	2228	4.7%
1	1699	3.6%
2	1559	3.3%
3	1525	3.2%
9	1441	3.0%
Other values (3)	3894	8.2%

Latin

Value	Count	Frequency (%)
s	11952	13.6%
t	11952	13.6%
h	7968	9.1%
p	7968	9.1%
a	7968	9.1%
o	7968	9.1%
m	7968	9.1%
e	3984	4.5%
w	3984	4.5%
c	3984	4.5%
Other values (3)	11952	13.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	135312	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	15936	11.8%
s	11952	8.8%
t	11952	8.8%
h	7968	5.9%
p	7968	5.9%
a	7968	5.9%
.	7968	5.9%
o	7968	5.9%
m	7968	5.9%
6	4724	3.5%
Other values (16)	42940	31.7%

summary
Text

MISSING

Distinct	1527
Distinct (%)	100.0%
Missing	2457
Missing (%)	61.7%
Memory size	191.3 KiB

Length

Max length	1411
Median length	475
Mean length	197.50884
Min length	27

Characters and Unicode

Total characters	301596
Distinct characters	167
Distinct categories	14 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1527 ?
Unique (%)	100.0%

Sample

1st row	<p>Gordon's day goes from bad to worse when, distracted by the impulsive actions of an attractive stranger, Ashley, he accidentally hits a stray dog with his car.</p>
2nd row	<p>When Ashley makes a mess in Gordon's sock drawer, she makes an impromptu trip to Costco with Colin, Megan and her mother, to buy Gordon some new furniture.</p>
3rd row	<p>Gordon accidentally sends Ashley a dick pic and chases her from a garage sale to a death bed to try and delete it.</p>
4th row	<p>Ash and Gordon's awkward sexual encounter causes them to drift apart.</p>
5th row	<p>The Echo Park gang are impressed when Ashley takes charge during a power outage.</p>

Value	Count	Frequency (%)
the	2630	5.3%
to	1797	3.6%
and	1676	3.4%
a	1591	3.2%
of	977	2.0%
in	783	1.6%
with	552	1.1%
is	501	1.0%
for	499	1.0%
her	475	1.0%
Other values (10889)	38457	77.0%

Most occurring characters

Value	Count	Frequency (%)
	48293	16.0%
e	27843	9.2%
t	19644	6.5%
a	19470	6.5%
i	16564	5.5%
o	16451	5.5%
n	16393	5.4%
s	16106	5.3%
r	14203	4.7%
h	11815	3.9%
Other values (157)	94814	31.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	227354	75.4%
Space Separator	48423	16.1%
Uppercase Letter	9613	3.2%
Other Punctuation	8479	2.8%
Math Symbol	6367	2.1%
Dash Punctuation	684	0.2%
Decimal Number	562	0.2%
Open Punctuation	30	< 0.1%
Close Punctuation	30	< 0.1%
Currency Symbol	19	< 0.1%
Other values (4)	35	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	27843	12.2%
t	19644	8.6%
a	19470	8.6%
i	16564	7.3%
o	16451	7.2%
n	16393	7.2%
s	16106	7.1%
r	14203	6.2%
h	11815	5.2%
l	9057	4.0%
Other values (68)	59808	26.3%

Uppercase Letter

Value	Count	Frequency (%)
A	874	9.1%
S	848	8.8%
T	829	8.6%
M	716	7.4%
C	666	6.9%
B	512	5.3%
D	461	4.8%
L	436	4.5%
J	428	4.5%
W	396	4.1%
Other values (35)	3447	35.9%

Other Punctuation

Value	Count	Frequency (%)
.	2977	35.1%
,	2353	27.8%
/	1618	19.1%
'	964	11.4%
"	137	1.6%
?	118	1.4%
!	118	1.4%
;	101	1.2%
:	62	0.7%
&	14	0.2%
Other values (3)	17	0.2%

Decimal Number

Value	Count	Frequency (%)
0	168	29.9%
2	103	18.3%
1	92	16.4%
9	44	7.8%
3	41	7.3%
5	33	5.9%
4	24	4.3%
8	23	4.1%
7	19	3.4%
6	15	2.7%

Space Separator

Value	Count	Frequency (%)
	48293	99.7%
	125	0.3%
	5	< 0.1%

Math Symbol

Value	Count	Frequency (%)
<	3183	50.0%
>	3183	50.0%
+	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	585	85.5%
—	72	10.5%
–	27	3.9%

Currency Symbol

Value	Count	Frequency (%)
$	13	68.4%
€	4	21.1%
£	2	10.5%

Open Punctuation

Value	Count	Frequency (%)
(	29	96.7%
[	1	3.3%

Close Punctuation

Value	Count	Frequency (%)
)	29	96.7%
]	1	3.3%

Initial Punctuation

Value	Count	Frequency (%)
‘	10	76.9%
«	3	23.1%

Modifier Symbol

Value	Count	Frequency (%)
`	18	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	3	100.0%

Other Symbol

Value	Count	Frequency (%)
®	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	235893	78.2%
Common	64629	21.4%
Cyrillic	1074	0.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	27843	11.8%
t	19644	8.3%
a	19470	8.3%
i	16564	7.0%
o	16451	7.0%
n	16393	6.9%
s	16106	6.8%
r	14203	6.0%
h	11815	5.0%
l	9057	3.8%
Other values (67)	68347	29.0%

Cyrillic

Value	Count	Frequency (%)
а	109	10.1%
и	96	8.9%
е	83	7.7%
о	81	7.5%
т	76	7.1%
н	69	6.4%
с	64	6.0%
р	60	5.6%
в	37	3.4%
л	36	3.4%
Other values (36)	363	33.8%

Common

Value	Count	Frequency (%)
	48293	74.7%
<	3183	4.9%
>	3183	4.9%
.	2977	4.6%
,	2353	3.6%
/	1618	2.5%
'	964	1.5%
-	585	0.9%
0	168	0.3%
"	137	0.2%
Other values (34)	1168	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	300051	99.5%
Cyrillic	1074	0.4%
None	339	0.1%
Punctuation	128	< 0.1%
Currency Symbols	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	48293	16.1%
e	27843	9.3%
t	19644	6.5%
a	19470	6.5%
i	16564	5.5%
o	16451	5.5%
n	16393	5.5%
s	16106	5.4%
r	14203	4.7%
h	11815	3.9%
Other values (75)	93269	31.1%

None

Value	Count	Frequency (%)
	125	36.9%
é	49	14.5%
ç	17	5.0%
á	17	5.0%
è	15	4.4%
í	15	4.4%
É	13	3.8%
ñ	11	3.2%
ú	9	2.7%
Á	9	2.7%
Other values (20)	59	17.4%

Cyrillic

Value	Count	Frequency (%)
а	109	10.1%
и	96	8.9%
е	83	7.7%
о	81	7.5%
т	76	7.1%
н	69	6.4%
с	64	6.0%
р	60	5.6%
в	37	3.4%
л	36	3.4%
Other values (36)	363	33.8%

Punctuation

Value	Count	Frequency (%)
—	72	56.2%
–	27	21.1%
…	14	10.9%
‘	10	7.8%
	5	3.9%

Currency Symbols

Value	Count	Frequency (%)
€	4	100.0%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	id	id_embedded	url	name	season	number	type	airdate	airtime	airstamp	runtime	rating_average	medium	original	_links_self	_links_show	summary
0	2450906	55724	https://www.tvmaze.com/episodes/2450906/hocu-vse-znat-2x87-seria-87	Серия 87	2	87.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	12.0	None	None	None	https://api.tvmaze.com/episodes/2450906	https://api.tvmaze.com/shows/55724	None
1	2450907	55724	https://www.tvmaze.com/episodes/2450907/hocu-vse-znat-2x88-seria-88	Серия 88	2	88.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	12.0	None	None	None	https://api.tvmaze.com/episodes/2450907	https://api.tvmaze.com/shows/55724	None
2	2438114	59201	https://www.tvmaze.com/episodes/2438114/restoran-po-ponatiam-2x05-seria-15	Серия 15	2	5.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2438114	https://api.tvmaze.com/shows/59201	None
3	2438115	59201	https://www.tvmaze.com/episodes/2438115/restoran-po-ponatiam-2x06-seria-16	Серия 16	2	6.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2438115	https://api.tvmaze.com/shows/59201	None
4	2413779	60687	https://www.tvmaze.com/episodes/2413779/alisa-ne-mozet-zdat-1x08-8-seria	8 серия	1	8.0	regular	2022-12-01	12:00	2022-12-01T00:00:00+00:00	45.0	None	None	None	https://api.tvmaze.com/episodes/2413779	https://api.tvmaze.com/shows/60687	None
5	2323161	61880	https://www.tvmaze.com/episodes/2323161/zamerzsie-1x01-seria-1	Серия 1	1	1.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2323161	https://api.tvmaze.com/shows/61880	None
6	2433627	61880	https://www.tvmaze.com/episodes/2433627/zamerzsie-1x02-seria-2	Серия 2	1	2.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2433627	https://api.tvmaze.com/shows/61880	None
7	2433628	61880	https://www.tvmaze.com/episodes/2433628/zamerzsie-1x03-seria-3	Серия 3	1	3.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2433628	https://api.tvmaze.com/shows/61880	None
8	2433629	61880	https://www.tvmaze.com/episodes/2433629/zamerzsie-1x04-seria-4	Серия 4	1	4.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2433629	https://api.tvmaze.com/shows/61880	None
9	2433630	61880	https://www.tvmaze.com/episodes/2433630/zamerzsie-1x05-seria-5	Серия 5	1	5.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2433630	https://api.tvmaze.com/shows/61880	None

	id	id_embedded	url	name	season	number	type	airdate	airtime	airstamp	runtime	rating_average	medium	original	_links_self	_links_show	summary
101	2484869	66819	https://www.tvmaze.com/episodes/2484869/kismetse-olur-askin-gucu-1x18-episode-18	Episode 18	1	18.0	regular	2022-12-31		2022-12-31T12:00:00+00:00	165.0	None	None	None	https://api.tvmaze.com/episodes/2484869	https://api.tvmaze.com/shows/66819	None
102	2562728	69075	https://www.tvmaze.com/episodes/2562728/the-flame-imperial-guards-1x01-episode-1	Episode 1	1	1.0	regular	2022-12-31		2022-12-31T12:00:00+00:00	20.0	None	None	None	https://api.tvmaze.com/episodes/2562728	https://api.tvmaze.com/shows/69075	None
103	2562729	69075	https://www.tvmaze.com/episodes/2562729/the-flame-imperial-guards-1x02-episode-2	Episode 2	1	2.0	regular	2022-12-31		2022-12-31T12:00:00+00:00	20.0	None	None	None	https://api.tvmaze.com/episodes/2562729	https://api.tvmaze.com/shows/69075	None
104	2562730	69075	https://www.tvmaze.com/episodes/2562730/the-flame-imperial-guards-1x03-episode-3	Episode 3	1	3.0	regular	2022-12-31		2022-12-31T12:00:00+00:00	20.0	None	None	None	https://api.tvmaze.com/episodes/2562730	https://api.tvmaze.com/shows/69075	None
105	2607848	70217	https://www.tvmaze.com/episodes/2607848/ejen-ali-3x09-mission-hybrid	Mission: Hybrid	3	9.0	regular	2022-12-31		2022-12-31T12:00:00+00:00	NaN	None	None	None	https://api.tvmaze.com/episodes/2607848	https://api.tvmaze.com/shows/70217	None
106	2400624	62248	https://www.tvmaze.com/episodes/2400624/alchemy-of-souls-2x07-episode-7	Episode 7	2	7.0	regular	2022-12-31	21:15	2022-12-31T12:15:00+00:00	71.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/438/1097190.jpg	https://static.tvmaze.com/uploads/images/original_untouched/438/1097190.jpg	https://api.tvmaze.com/episodes/2400624	https://api.tvmaze.com/shows/62248	<p>To save a fatally injured mage, Uk gives Jin Mu a firm warning and asks Jin Ho-gyeong for help, who agrees to cooperate under one condition.</p>
107	2460709	18971	https://www.tvmaze.com/episodes/2460709/atop-the-fourth-wall-14x36-top-15-goofiest-superheroes-of-at4w	Top 15 Goofiest Superheroes of AT4W	14	36.0	regular	2022-12-31		2022-12-31T17:00:00+00:00	25.0	None	None	None	https://api.tvmaze.com/episodes/2460709	https://api.tvmaze.com/shows/18971	None
108	2461268	54123	https://www.tvmaze.com/episodes/2461268/family-dinner-3x02-the-smalley-family	The Smalley Family	3	2.0	regular	2022-12-31		2022-12-31T17:00:00+00:00	24.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/441/1104076.jpg	https://static.tvmaze.com/uploads/images/original_untouched/441/1104076.jpg	https://api.tvmaze.com/episodes/2461268	https://api.tvmaze.com/shows/54123	<p>The Smalley family makes mealtime together a priority, no matter what.</p>
109	2501913	6220	https://www.tvmaze.com/episodes/2501913/infoman-23x13-episode-13	Episode 13	23	13.0	regular	2022-12-31	21:00	2023-01-01T01:00:00+00:00	60.0	None	None	None	https://api.tvmaze.com/episodes/2501913	https://api.tvmaze.com/shows/6220	None
110	2470681	66344	https://www.tvmaze.com/episodes/2470681/stjarnorna-pa-slottet-17x01-pia-johanssons-dag	Pia Johanssons dag	17	1.0	regular	2022-12-31	02:00	2023-01-01T01:00:00+00:00	60.0	None	None	None	https://api.tvmaze.com/episodes/2470681	https://api.tvmaze.com/shows/66344	None

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Letter

Other Punctuation

Decimal Number

Math Symbol

Dash Punctuation

Open Punctuation

Close Punctuation

Final Punctuation

Currency Symbol

Nonspacing Mark

Space Separator

Other Symbol

Initial Punctuation

Other Number

Most occurring scripts

Most frequent character per script

Latin

Cyrillic

Common

Arabic

Inherited

Greek

Most occurring blocks

Most frequent character per block

ASCII

Cyrillic

Arabic

None

Letterlike Symbols

Punctuation

Latin Ext Additional

Currency Symbols

Diacriticals

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks